Suresh M

Responsible for end to end developing/architecting for Ledo.ai, an AI driven labeling solution. With just 7 members in the team, took up the responsibilities of creating an entire portal along with the backend stack required for several modules.

Ledo.ai is a tool to help labelers in the field of machine learning. Ledo provides a studio using which labelers can draw bounding boxes, polygons, cuboids and keypoints to annotate Image, Video and also 3D Lidar scenes which will provide training data to machine learning engineers.

Owned the following for Ledo.ai:

• Entire Studio Experience - Developed using React.js and Three.js
• Involved in cracking solutions to draw on a canvas for 2D and 3D labeling, object tracking in video, object interpolation.
• Entire backend for Annotations, Billing, Metering and architecting the entire solutions was taken up using Java/Spring Boot/Kafka
• Worked on Model Inferencing using ML models
• Worked on Message Driven Architecture for backend wherever needed to improve performance.
• Architected all the features using C4Model
• Deployed on AWS but also supported moving across multiple cloud
• Worked on various aspects like Scaling, Response time improvement, Cost reduction, Data completeness

References:

https://ledo.readme.io/reference/get_project-api-v1-projects-1

http://ledo.ai/

https://ledo.ai/video-annotation/

Software Development Consultant, Facebook/Meta (2020 December till 2022 March)

• Worked as a consultant for Facebook for 1 year and 3 months across multiple solutions.
• Involved in creating Jupyter notebook plugins using Python/React.js
• Worked on image annotation and video annotation viewer
• Worked on utilities and python packages for machine learning engineers to improve productivity
• Worked on integrating with the data pipeline on the facebook ecosystem to stream videos from their systems to Jupyter notebooks and worked on making the streams performant

Worked as a Tech Lead for Distill.io product which involved scraping large sites to provide useful information to the client be it price changes or any news alerts.

• Used Svelte.js for developing this website, Node.JS for developing backend
• Used Swift for developing iOS , Android Jetpack Compose & Kotlin for developing Android applications.
• Worked on all the platforms as and when required based on the delivery.

Worked on multiple products on Mobile, Backend and Web technologies across several domains.

• Developed several iOS applications over years like GOQii, MakeMyTrip, Airtel, JioChat, Headlines Today, Aajtak, HouseJoy Coinsecure, F1 Live and another 20+ Apps with a team size of maximum 2 people for each of these products over years. Each of these apps have crossed at least 10 Million downloads and is rated as the top app in the country.
• Started with a developer and grew to a lead architecting, mentoring and developing on several complex mobile apps over years.
• Developed several backend and end to end startups like Blunkit, GMR Airports and several others.
• Worked on a variety of problems like DICOM viewer in healthcare domain, Applications in crypto exchanges, WebRTC for video streaming, Chat client like whatsapp, serverless architecture on cloud and picked up cutting edge technologies on mobile and backend as and when it arrived.